There are several applications for these different algorithms (I give you such updated examples) such as:

(1) PSO: https://doi.org/10.1007/s12040-023-02075-4

(2) Bat algorithm: https://doi.org/10.1016/j.jog.2022.101953

(3) Barnacles mating: https://doi.org/10.1038/s41598-022-26265-0

(4) Three algorithms compared for Magnetotelluric data: https://doi.org/10.1007/s00024-022-03166-x

overall: the manuscript is well-constrctued and informative.

In this manuscript, based on meta heuristic algorithm and Bayesian statistics statistical method, the research on the uncertainty and stability evaluation of nonlinear magnetotelluric data has been carried out, and the application test has been carried out in two different geological and topographic regions, and good results have been achieved. The specific recommendations are as follows: (1) The current manuscript structure is not conducive to reading, and it is suggested to modify the manuscript structure into five parts: introduction, data and methods, results and analysis, discussion, and conclusion; (2) It is recommended to remove the black outer borders of all figures. There may be editing errors in some places, such as missing half of the brackets in the title of Figure 2. (3) The discussion part should be compared with the previous work from the perspective of data, methods, results, etc., to show the progressiveness and limitations of this work. However, there is almost no previous reference in the discussion section of this manuscript. Therefore, I suggest making thorough revisions to the discussion section. In summary, my suggestion is a major revision.